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  Popper, Falsification and the VC-dimension

Corfield, D., Schölkopf, B., & Vapnik, V.(2005). Popper, Falsification and the VC-dimension (145). Tübingen, Germany: Max Planck Institute for Biological Cybernetics.

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MPIK-TR-145.pdf (Publisher version), 49KB
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 Creators:
Corfield, D1, 2, Author           
Schölkopf, B1, 2, Author           
Vapnik, V, Author           
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1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794              

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 Abstract: We compare Sir Karl Popper’s ideas concerning the falsifiability of a theory with similar notions from VC-theory. Having located some divergences, we discuss how best to view Popper’s work from the perspective of statistical learning theory.

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 Dates: 2005-11
 Publication Status: Published in print
 Pages: 5
 Publishing info: Tübingen, Germany : Max Planck Institute for Biological Cybernetics
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 Identifiers: Report Nr.: 145
BibTex Citekey: 3724
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Title: Technical Report of the Max Planck Institute for Biological Cybernetics
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Pages: - Volume / Issue: 145 Sequence Number: - Start / End Page: - Identifier: -